{"id":"W4406813427","doi":"10.1007/s10841-025-00648-w","title":"What is the best time of the day to monitor Odonata? An investigation into changes in the abundance and species richness of dragonflies in ponds in northern Italy","year":2025,"lang":"en","type":"article","venue":"Journal of Insect Conservation","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Odonata; Animal ecology; Abundance (ecology); Species richness; Ecology; Biodiversity; Dragonfly; Geography; Anisoptera; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001733,0.00007116698,0.0001281423,0.00009870312,0.0000510555,0.00005893638,0.000285984,0.00003935772,0.0000975717],"category_scores_gemma":[0.0001673143,0.00004073388,0.0000233534,0.000801176,0.0002165328,0.0004752712,0.00006740545,0.0001185892,0.000002349907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911954,"about_ca_system_score_gemma":0.00002250747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006229457,"about_ca_topic_score_gemma":0.02619101,"domain_scores_codex":[0.9991011,0.000163012,0.000323198,0.00008192679,0.000251426,0.00007931009],"domain_scores_gemma":[0.9993615,0.0001838377,0.0002470837,0.0001413085,0.00005046463,0.00001576875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003558978,0.00005789079,0.9377015,0.00001628716,0.000003242182,8.63771e-7,0.02110673,0.00005639305,0.03981684,0.0001048502,0.0001260525,0.0009737342],"study_design_scores_gemma":[0.0002079241,0.00006620785,0.9634151,0.0001633728,0.000005274029,0.000002689841,0.02441473,0.0001440364,0.01084835,0.0003993495,0.000292919,0.00004006211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787602,0.0001662247,0.000003605145,0.02068771,0.00009223934,0.0001716549,0.000008436994,0.000001066837,0.0001088916],"genre_scores_gemma":[0.9984667,0.000184338,0.000008660661,0.001232503,0.00001211496,0.000006570001,0.000002942242,0.000002609862,0.00008356601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0289685,"threshold_uncertainty_score":0.9915785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436919785917544,"score_gpt":0.2526846019057765,"score_spread":0.228315404046601,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}